Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 3727 |
| Missing cells | 7 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 844.5 KiB |
| Average record size in memory | 232.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 27 |
T_REC has a high cardinality: 3727 distinct values | High cardinality |
Longitude is highly correlated with EPSZ and 7 other fields | High correlation |
TOTUSJH is highly correlated with FlareNumber and 14 other fields | High correlation |
TOTBSQ is highly correlated with FlareNumber and 13 other fields | High correlation |
TOTPOT is highly correlated with FlareNumber and 12 other fields | High correlation |
TOTUSJZ is highly correlated with FlareNumber and 14 other fields | High correlation |
ABSNJZH is highly correlated with FlareNumber and 8 other fields | High correlation |
SAVNCPP is highly correlated with FlareNumber and 12 other fields | High correlation |
USFLUX is highly correlated with FlareNumber and 11 other fields | High correlation |
AREA_ACR is highly correlated with FlareNumber and 15 other fields | High correlation |
TOTFZ is highly correlated with TOTUSJH and 8 other fields | High correlation |
MEANPOT is highly correlated with FlareNumber and 13 other fields | High correlation |
R_VALUE is highly correlated with FlareNumber and 14 other fields | High correlation |
EPSZ is highly correlated with Longitude and 8 other fields | High correlation |
SHRGT45 is highly correlated with FlareNumber and 11 other fields | High correlation |
MEANSHR is highly correlated with FlareNumber and 13 other fields | High correlation |
MEANGAM is highly correlated with FlareNumber and 11 other fields | High correlation |
MEANGBT is highly correlated with Longitude and 6 other fields | High correlation |
MEANGBZ is highly correlated with Longitude and 6 other fields | High correlation |
MEANGBH is highly correlated with Longitude and 7 other fields | High correlation |
MEANJZH is highly correlated with ABSNJZH and 3 other fields | High correlation |
TOTFY is highly correlated with FlareNumber and 10 other fields | High correlation |
MEANALP is highly correlated with MEANJZH and 1 other fields | High correlation |
TOTFX is highly correlated with FlareNumber and 11 other fields | High correlation |
EPSY is highly correlated with Longitude and 3 other fields | High correlation |
EPSX is highly correlated with FlareNumber and 8 other fields | High correlation |
FlareNumber is highly correlated with TOTUSJH and 15 other fields | High correlation |
MEANJZD is highly correlated with MEANJZH and 1 other fields | High correlation |
T_REC is uniformly distributed | Uniform |
T_REC has unique values | Unique |
TOTPOT has unique values | Unique |
TOTUSJZ has unique values | Unique |
SAVNCPP has unique values | Unique |
AREA_ACR has unique values | Unique |
R_VALUE has 1310 (35.1%) zeros | Zeros |
SHRGT45 has 135 (3.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-01 23:06:31.476779 |
|---|---|
| Analysis finished | 2022-10-01 23:07:40.251176 |
| Duration | 1 minute and 8.77 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 3727 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.2 KiB |
| 2010-05-01 23:48:00 | 1 |
|---|---|
| 2016-03-12 23:48:00 | 1 |
| 2016-03-04 23:48:00 | 1 |
| 2016-03-05 10:00:00 | 1 |
| 2016-03-05 23:12:00 | 1 |
| Other values (3722) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 70813 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3727 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2010-05-01 23:48:00 |
|---|---|
| 2nd row | 2010-05-02 23:48:00 |
| 3rd row | 2010-05-03 23:48:00 |
| 4th row | 2010-05-04 23:48:00 |
| 5th row | 2010-05-05 08:36:00 |
Common Values
| Value | Count | Frequency (%) |
| 2010-05-01 23:48:00 | 1 | < 0.1% |
| 2016-03-12 23:48:00 | 1 | < 0.1% |
| 2016-03-04 23:48:00 | 1 | < 0.1% |
| 2016-03-05 10:00:00 | 1 | < 0.1% |
| 2016-03-05 23:12:00 | 1 | < 0.1% |
| 2016-03-05 23:48:00 | 1 | < 0.1% |
| 2016-03-06 12:24:00 | 1 | < 0.1% |
| 2016-03-06 23:48:00 | 1 | < 0.1% |
| 2016-03-07 23:48:00 | 1 | < 0.1% |
| 2016-03-08 03:48:00 | 1 | < 0.1% |
| Other values (3717) | 3717 |
Length
| Value | Count | Frequency (%) |
| 23:48:00 | 2706 | |
| 23:12:00 | 33 | 0.4% |
| 23:36:00 | 18 | 0.2% |
| 11:24:00 | 17 | 0.2% |
| 23:24:00 | 16 | 0.2% |
| 21:36:00 | 16 | 0.2% |
| 19:48:00 | 16 | 0.2% |
| 04:24:00 | 16 | 0.2% |
| 21:12:00 | 16 | 0.2% |
| 23:00:00 | 15 | 0.2% |
| Other values (2927) | 4585 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16911 | |
| 2 | 9874 | |
| 1 | 8175 | |
| - | 7454 | |
| : | 7454 | |
| 3 | 4461 | 6.3% |
| 4 | 4361 | 6.2% |
| 8 | 3802 | 5.4% |
| 3727 | 5.3% | |
| 6 | 1339 | 1.9% |
| Other values (3) | 3255 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 52178 | |
| Dash Punctuation | 7454 | 10.5% |
| Other Punctuation | 7454 | 10.5% |
| Space Separator | 3727 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16911 | |
| 2 | 9874 | |
| 1 | 8175 | |
| 3 | 4461 | 8.5% |
| 4 | 4361 | 8.4% |
| 8 | 3802 | 7.3% |
| 6 | 1339 | 2.6% |
| 5 | 1336 | 2.6% |
| 7 | 1074 | 2.1% |
| 9 | 845 | 1.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 7454 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 7454 |
Space Separator
| Value | Count | Frequency (%) |
| 3727 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70813 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16911 | |
| 2 | 9874 | |
| 1 | 8175 | |
| - | 7454 | |
| : | 7454 | |
| 3 | 4461 | 6.3% |
| 4 | 4361 | 6.2% |
| 8 | 3802 | 5.4% |
| 3727 | 5.3% | |
| 6 | 1339 | 1.9% |
| Other values (3) | 3255 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70813 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16911 | |
| 2 | 9874 | |
| 1 | 8175 | |
| - | 7454 | |
| : | 7454 | |
| 3 | 4461 | 6.3% |
| 4 | 4361 | 6.2% |
| 8 | 3802 | 5.4% |
| 3727 | 5.3% | |
| 6 | 1339 | 1.9% |
| Other values (3) | 3255 | 4.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3727 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3349 | |
| 1 | 378 | 10.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 3349 | |
| 1 | 378 | 10.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3349 | |
| 1 | 378 | 10.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3727 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3349 | |
| 1 | 378 | 10.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3727 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3349 | |
| 1 | 378 | 10.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3727 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3349 | |
| 1 | 378 | 10.1% |
| Distinct | 71 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.28709418 |
| Minimum | 0 |
|---|---|
| Maximum | 70 |
| Zeros | 32 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 18 |
| median | 35 |
| Q3 | 50 |
| 95-th percentile | 64 |
| Maximum | 70 |
| Range | 70 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 18.90301269 |
|---|---|
| Coefficient of variation (CV) | 0.5513156813 |
| Kurtosis | -1.09945017 |
| Mean | 34.28709418 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | -0.05855492217 |
| Sum | 127788 |
| Variance | 357.3238887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49 | 77 | 2.1% |
| 23 | 76 | 2.0% |
| 51 | 76 | 2.0% |
| 17 | 74 | 2.0% |
| 52 | 72 | 1.9% |
| 46 | 69 | 1.9% |
| 42 | 69 | 1.9% |
| 48 | 68 | 1.8% |
| 36 | 68 | 1.8% |
| 44 | 67 | 1.8% |
| Other values (61) | 3011 |
| Value | Count | Frequency (%) |
| 0 | 32 | |
| 1 | 48 | |
| 2 | 50 | |
| 3 | 49 | |
| 4 | 57 | |
| 5 | 45 | |
| 6 | 33 | |
| 7 | 45 | |
| 8 | 42 | |
| 9 | 65 |
| Value | Count | Frequency (%) |
| 70 | 19 | |
| 69 | 26 | |
| 68 | 16 | 0.4% |
| 67 | 26 | |
| 66 | 36 | |
| 65 | 33 | |
| 64 | 42 | |
| 63 | 34 | |
| 62 | 44 | |
| 61 | 43 |
Latitude
Real number (ℝ≥0)
| Distinct | 40 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.86745372 |
| Minimum | 1 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 9 |
| median | 13 |
| Q3 | 18 |
| 95-th percentile | 25 |
| Maximum | 42 |
| Range | 41 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.485884631 |
|---|---|
| Coefficient of variation (CV) | 0.4677055185 |
| Kurtosis | 0.5511414618 |
| Mean | 13.86745372 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.609361255 |
| Sum | 51684 |
| Variance | 42.06669945 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 272 | 7.3% |
| 13 | 243 | 6.5% |
| 17 | 224 | 6.0% |
| 8 | 218 | 5.8% |
| 16 | 212 | 5.7% |
| 18 | 210 | 5.6% |
| 15 | 206 | 5.5% |
| 9 | 204 | 5.5% |
| 14 | 177 | 4.7% |
| 10 | 177 | 4.7% |
| Other values (30) | 1584 |
| Value | Count | Frequency (%) |
| 1 | 13 | 0.3% |
| 2 | 29 | 0.8% |
| 3 | 71 | 1.9% |
| 4 | 100 | |
| 5 | 105 | |
| 6 | 135 | |
| 7 | 174 | |
| 8 | 218 | |
| 9 | 204 | |
| 10 | 177 |
| Value | Count | Frequency (%) |
| 42 | 1 | < 0.1% |
| 41 | 5 | 0.1% |
| 40 | 1 | < 0.1% |
| 39 | 3 | 0.1% |
| 38 | 3 | 0.1% |
| 37 | 2 | 0.1% |
| 35 | 1 | < 0.1% |
| 33 | 4 | 0.1% |
| 32 | 16 | |
| 31 | 16 |
| Distinct | 3714 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 851.9563681 |
| Minimum | 0.001 |
|---|---|
| Maximum | 14168.645 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 17.1236 |
| Q1 | 85.263 |
| median | 345.54 |
| Q3 | 991.385 |
| 95-th percentile | 3463.3005 |
| Maximum | 14168.645 |
| Range | 14168.644 |
| Interquartile range (IQR) | 906.122 |
Descriptive statistics
| Standard deviation | 1383.801404 |
|---|---|
| Coefficient of variation (CV) | 1.624263232 |
| Kurtosis | 21.30024718 |
| Mean | 851.9563681 |
| Median Absolute Deviation (MAD) | 301.048 |
| Skewness | 3.819320909 |
| Sum | 3175241.384 |
| Variance | 1914906.326 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 702.802 | 2 | 0.1% |
| 37.489 | 2 | 0.1% |
| 29.106 | 2 | 0.1% |
| 3.153 | 2 | 0.1% |
| 4.66 | 2 | 0.1% |
| 9.304 | 2 | 0.1% |
| 80.381 | 2 | 0.1% |
| 25.321 | 2 | 0.1% |
| 35.024 | 2 | 0.1% |
| 11.894 | 2 | 0.1% |
| Other values (3704) | 3707 |
| Value | Count | Frequency (%) |
| 0.001 | 1 | |
| 0.059 | 1 | |
| 0.207 | 1 | |
| 0.518 | 1 | |
| 1.543 | 1 | |
| 1.652 | 1 | |
| 1.944 | 1 | |
| 1.946 | 1 | |
| 2.199 | 1 | |
| 2.224 | 1 |
| Value | Count | Frequency (%) |
| 14168.645 | 1 | |
| 14084.655 | 1 | |
| 13208.293 | 1 | |
| 13126.758 | 1 | |
| 12715.711 | 1 | |
| 12277.075 | 1 | |
| 11696.302 | 1 | |
| 11628.828 | 1 | |
| 11425.669 | 1 | |
| 10557.475 | 1 |
| Distinct | 3665 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.771354653 × 1010 |
| Minimum | 113430000 |
|---|---|
| Maximum | 2.7827 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 113430000 |
|---|---|
| 5-th percentile | 804812000 |
| Q1 | 3332600000 |
| median | 9429200000 |
| Q3 | 2.2252 × 1010 |
| 95-th percentile | 6.29222 × 1010 |
| Maximum | 2.7827 × 1011 |
| Range | 2.7815657 × 1011 |
| Interquartile range (IQR) | 1.89194 × 1010 |
Descriptive statistics
| Standard deviation | 2.483628719 × 1010 |
|---|---|
| Coefficient of variation (CV) | 1.402106977 |
| Kurtosis | 25.74617642 |
| Mean | 1.771354653 × 1010 |
| Median Absolute Deviation (MAD) | 7241600000 |
| Skewness | 4.00090351 |
| Sum | 6.601838793 × 1013 |
| Variance | 6.168411612 × 1020 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.7908 × 1010 | 2 | 0.1% |
| 8466600000 | 2 | 0.1% |
| 1.0625 × 1010 | 2 | 0.1% |
| 4147700000 | 2 | 0.1% |
| 1.8929 × 1010 | 2 | 0.1% |
| 1.1885 × 1010 | 2 | 0.1% |
| 1.336 × 1010 | 2 | 0.1% |
| 1.912 × 1010 | 2 | 0.1% |
| 2.2483 × 1010 | 2 | 0.1% |
| 1.3676 × 1010 | 2 | 0.1% |
| Other values (3655) | 3707 |
| Value | Count | Frequency (%) |
| 113430000 | 1 | |
| 128370000 | 1 | |
| 130140000 | 1 | |
| 146260000 | 1 | |
| 162400000 | 1 | |
| 169710000 | 1 | |
| 184010000 | 1 | |
| 193670000 | 1 | |
| 194340000 | 1 | |
| 197680000 | 1 |
| Value | Count | Frequency (%) |
| 2.7827 × 1011 | 1 | |
| 2.7806 × 1011 | 1 | |
| 2.6416 × 1011 | 1 | |
| 2.6049 × 1011 | 1 | |
| 2.4621 × 1011 | 1 | |
| 2.4588 × 1011 | 1 | |
| 2.3945 × 1011 | 1 | |
| 2.2268 × 1011 | 1 | |
| 2.1074 × 1011 | 1 | |
| 2.0392 × 1011 | 1 |
| Distinct | 3727 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.026350919 × 1023 |
| Minimum | 5.867828 × 1017 |
|---|---|
| Maximum | 5.272885 × 1024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 5.867828 × 1017 |
|---|---|
| 5-th percentile | 9.4416034 × 1020 |
| Q1 | 5.319938 × 1021 |
| median | 4.305991 × 1022 |
| Q3 | 2.0127205 × 1023 |
| 95-th percentile | 9.8827236 × 1023 |
| Maximum | 5.272885 × 1024 |
| Range | 5.272884413 × 1024 |
| Interquartile range (IQR) | 1.95952112 × 1023 |
Descriptive statistics
| Standard deviation | 4.323295082 × 1023 |
|---|---|
| Coefficient of variation (CV) | 2.133537208 |
| Kurtosis | 43.22228808 |
| Mean | 2.026350919 × 1023 |
| Median Absolute Deviation (MAD) | 4.1515575 × 1022 |
| Skewness | 5.364046992 |
| Sum | 7.552209874 × 1026 |
| Variance | 1.869088036 × 1047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.596094 × 1021 | 1 | < 0.1% |
| 3.851285 × 1022 | 1 | < 0.1% |
| 9.527627 × 1022 | 1 | < 0.1% |
| 8.739421 × 1019 | 1 | < 0.1% |
| 8.248724 × 1020 | 1 | < 0.1% |
| 2.992537 × 1022 | 1 | < 0.1% |
| 3.43613 × 1020 | 1 | < 0.1% |
| 1.780587 × 1022 | 1 | < 0.1% |
| 1.301411 × 1022 | 1 | < 0.1% |
| 2.643897 × 1021 | 1 | < 0.1% |
| Other values (3717) | 3717 |
| Value | Count | Frequency (%) |
| 5.867828 × 1017 | 1 | |
| 5.911002 × 1017 | 1 | |
| 3.276758 × 1018 | 1 | |
| 3.212924 × 1019 | 1 | |
| 4.179853 × 1019 | 1 | |
| 7.375367 × 1019 | 1 | |
| 7.417502 × 1019 | 1 | |
| 7.829519 × 1019 | 1 | |
| 8.585172 × 1019 | 1 | |
| 8.686111 × 1019 | 1 |
| Value | Count | Frequency (%) |
| 5.272885 × 1024 | 1 | |
| 5.182794 × 1024 | 1 | |
| 5.170334 × 1024 | 1 | |
| 4.994117 × 1024 | 1 | |
| 4.962371 × 1024 | 1 | |
| 4.923711 × 1024 | 1 | |
| 4.905265 × 1024 | 1 | |
| 4.567814 × 1024 | 1 | |
| 4.357377 × 1024 | 1 | |
| 3.677566 × 1024 | 1 |
| Distinct | 3727 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.665797926 × 1013 |
| Minimum | 38714830 |
|---|---|
| Maximum | 2.358938 × 1014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 38714830 |
|---|---|
| 5-th percentile | 3.7563336 × 1011 |
| Q1 | 1.8116325 × 1012 |
| median | 7.425549 × 1012 |
| Q3 | 2.079568 × 1013 |
| 95-th percentile | 6.4592755 × 1013 |
| Maximum | 2.358938 × 1014 |
| Range | 2.358937613 × 1014 |
| Interquartile range (IQR) | 1.89840475 × 1013 |
Descriptive statistics
| Standard deviation | 2.455136354 × 1013 |
|---|---|
| Coefficient of variation (CV) | 1.473850049 |
| Kurtosis | 17.07055125 |
| Mean | 1.665797926 × 1013 |
| Median Absolute Deviation (MAD) | 6.4486822 × 1012 |
| Skewness | 3.319357784 |
| Sum | 6.208428869 × 1016 |
| Variance | 6.027694516 × 1026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.204115 × 1012 | 1 | < 0.1% |
| 2.597413 × 1012 | 1 | < 0.1% |
| 8.09395 × 1012 | 1 | < 0.1% |
| 7.154273 × 1010 | 1 | < 0.1% |
| 2.934025 × 1011 | 1 | < 0.1% |
| 8.986319 × 1012 | 1 | < 0.1% |
| 1.474432 × 1011 | 1 | < 0.1% |
| 7.152552 × 1012 | 1 | < 0.1% |
| 6.482789 × 1012 | 1 | < 0.1% |
| 1.294429 × 1012 | 1 | < 0.1% |
| Other values (3717) | 3717 |
| Value | Count | Frequency (%) |
| 38714830 | 1 | |
| 1270051000 | 1 | |
| 4708133000 | 1 | |
| 1.692158 × 1010 | 1 | |
| 2.500617 × 1010 | 1 | |
| 3.679855 × 1010 | 1 | |
| 3.696935 × 1010 | 1 | |
| 4.459096 × 1010 | 1 | |
| 4.480426 × 1010 | 1 | |
| 4.807675 × 1010 | 1 |
| Value | Count | Frequency (%) |
| 2.358938 × 1014 | 1 | |
| 2.357293 × 1014 | 1 | |
| 2.309252 × 1014 | 1 | |
| 2.299806 × 1014 | 1 | |
| 2.290698 × 1014 | 1 | |
| 2.236025 × 1014 | 1 | |
| 2.158143 × 1014 | 1 | |
| 2.133487 × 1014 | 1 | |
| 2.11679 × 1014 | 1 | |
| 1.768718 × 1014 | 1 |
| Distinct | 3596 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.7567813 |
| Minimum | 0.001 |
|---|---|
| Maximum | 3780.548 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.8163 |
| Q1 | 5.6205 |
| median | 21.749 |
| Q3 | 79.882 |
| 95-th percentile | 552.0724 |
| Maximum | 3780.548 |
| Range | 3780.547 |
| Interquartile range (IQR) | 74.2615 |
Descriptive statistics
| Standard deviation | 286.976964 |
|---|---|
| Coefficient of variation (CV) | 2.522724014 |
| Kurtosis | 37.8894537 |
| Mean | 113.7567813 |
| Median Absolute Deviation (MAD) | 19.518 |
| Skewness | 5.4002321 |
| Sum | 423971.524 |
| Variance | 82355.77787 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.438 | 4 | 0.1% |
| 13.145 | 3 | 0.1% |
| 0.22 | 3 | 0.1% |
| 2.607 | 3 | 0.1% |
| 0.38 | 3 | 0.1% |
| 9.037 | 3 | 0.1% |
| 4.072 | 3 | 0.1% |
| 21.913 | 2 | 0.1% |
| 2.697 | 2 | 0.1% |
| 15.279 | 2 | 0.1% |
| Other values (3586) | 3699 |
| Value | Count | Frequency (%) |
| 0.001 | 1 | |
| 0.01 | 1 | |
| 0.018 | 1 | |
| 0.021 | 2 | |
| 0.043 | 1 | |
| 0.054 | 1 | |
| 0.055 | 1 | |
| 0.059 | 1 | |
| 0.06 | 1 | |
| 0.063 | 1 |
| Value | Count | Frequency (%) |
| 3780.548 | 1 | |
| 2919.786 | 1 | |
| 2877.928 | 1 | |
| 2840.582 | 1 | |
| 2815.623 | 1 | |
| 2770.113 | 1 | |
| 2742.282 | 1 | |
| 2693.686 | 1 | |
| 2606.652 | 1 | |
| 2579.513 | 1 |
| Distinct | 3727 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.644977056 × 1012 |
| Minimum | 150976600 |
|---|---|
| Maximum | 9.827055 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 150976600 |
|---|---|
| 5-th percentile | 8.818405 × 1010 |
| Q1 | 4.931213 × 1011 |
| median | 1.42097 × 1012 |
| Q3 | 3.9442405 × 1012 |
| 95-th percentile | 2.0698243 × 1013 |
| Maximum | 9.827055 × 1013 |
| Range | 9.827039902 × 1013 |
| Interquartile range (IQR) | 3.4511192 × 1012 |
Descriptive statistics
| Standard deviation | 9.752877137 × 1012 |
|---|---|
| Coefficient of variation (CV) | 2.099660993 |
| Kurtosis | 26.61492644 |
| Mean | 4.644977056 × 1012 |
| Median Absolute Deviation (MAD) | 1.1579154 × 1012 |
| Skewness | 4.623020854 |
| Sum | 1.731182949 × 1016 |
| Variance | 9.511861245 × 1025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.928427 × 1011 | 1 | < 0.1% |
| 2.048421 × 1011 | 1 | < 0.1% |
| 1.433059 × 1012 | 1 | < 0.1% |
| 9.174701 × 1010 | 1 | < 0.1% |
| 7.788269 × 1010 | 1 | < 0.1% |
| 3.218395 × 1012 | 1 | < 0.1% |
| 3.570668 × 1010 | 1 | < 0.1% |
| 3.029582 × 1012 | 1 | < 0.1% |
| 1.799094 × 1012 | 1 | < 0.1% |
| 4.458439 × 1011 | 1 | < 0.1% |
| Other values (3717) | 3717 |
| Value | Count | Frequency (%) |
| 150976600 | 1 | |
| 214061600 | 1 | |
| 252777900 | 1 | |
| 872543000 | 1 | |
| 1126303000 | 1 | |
| 1448487000 | 1 | |
| 1504490000 | 1 | |
| 1585339000 | 1 | |
| 2645463000 | 1 | |
| 3525578000 | 1 |
| Value | Count | Frequency (%) |
| 9.827055 × 1013 | 1 | |
| 9.495076 × 1013 | 1 | |
| 9.043536 × 1013 | 1 | |
| 8.877603 × 1013 | 1 | |
| 8.757928 × 1013 | 1 | |
| 8.247506 × 1013 | 1 | |
| 8.242058 × 1013 | 1 | |
| 8.088022 × 1013 | 1 | |
| 7.941263 × 1013 | 1 | |
| 7.913696 × 1013 | 1 |
| Distinct | 3726 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.244271254 × 1022 |
| Minimum | 4.492906 × 1017 |
|---|---|
| Maximum | 1.965451 × 1023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 4.492906 × 1017 |
|---|---|
| 5-th percentile | 2.9070689 × 1020 |
| Q1 | 1.730387 × 1021 |
| median | 6.302134 × 1021 |
| Q3 | 1.693249 × 1022 |
| 95-th percentile | 4.4194159 × 1022 |
| Maximum | 1.965451 × 1023 |
| Range | 1.965446507 × 1023 |
| Interquartile range (IQR) | 1.5202103 × 1022 |
Descriptive statistics
| Standard deviation | 1.707679593 × 1022 |
|---|---|
| Coefficient of variation (CV) | 1.372433533 |
| Kurtosis | 22.86917719 |
| Mean | 1.244271254 × 1022 |
| Median Absolute Deviation (MAD) | 5.3261437 × 1021 |
| Skewness | 3.588916169 |
| Sum | 4.637398965 × 1025 |
| Variance | 2.916169593 × 1044 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.63051 × 1022 | 2 | 0.1% |
| 7.739207 × 1020 | 1 | < 0.1% |
| 3.206414 × 1021 | 1 | < 0.1% |
| 1.132573 × 1022 | 1 | < 0.1% |
| 3.353949 × 1019 | 1 | < 0.1% |
| 3.426511 × 1020 | 1 | < 0.1% |
| 5.098888 × 1021 | 1 | < 0.1% |
| 8.507968 × 1019 | 1 | < 0.1% |
| 3.814748 × 1021 | 1 | < 0.1% |
| 2.955288 × 1021 | 1 | < 0.1% |
| Other values (3716) | 3716 |
| Value | Count | Frequency (%) |
| 4.492906 × 1017 | 1 | |
| 1.212279 × 1018 | 1 | |
| 2.350997 × 1018 | 1 | |
| 7.791399 × 1018 | 1 | |
| 1.935181 × 1019 | 1 | |
| 2.316916 × 1019 | 1 | |
| 2.443592 × 1019 | 1 | |
| 2.52648 × 1019 | 1 | |
| 2.583952 × 1019 | 1 | |
| 3.353949 × 1019 | 1 |
| Value | Count | Frequency (%) |
| 1.965451 × 1023 | 1 | |
| 1.963436 × 1023 | 1 | |
| 1.962571 × 1023 | 1 | |
| 1.846904 × 1023 | 1 | |
| 1.631863 × 1023 | 1 | |
| 1.496241 × 1023 | 1 | |
| 1.428839 × 1023 | 1 | |
| 1.388779 × 1023 | 1 | |
| 1.337911 × 1023 | 1 | |
| 1.322495 × 1023 | 1 |
| Distinct | 3727 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 498.6545148 |
| Minimum | 0.194757 |
|---|---|
| Maximum | 7153.522461 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 0.194757 |
|---|---|
| 5-th percentile | 13.8918154 |
| Q1 | 53.4975145 |
| median | 246.746078 |
| Q3 | 667.4351805 |
| 95-th percentile | 1810.873193 |
| Maximum | 7153.522461 |
| Range | 7153.327704 |
| Interquartile range (IQR) | 613.937666 |
Descriptive statistics
| Standard deviation | 700.6717441 |
|---|---|
| Coefficient of variation (CV) | 1.405124637 |
| Kurtosis | 18.92976501 |
| Mean | 498.6545148 |
| Median Absolute Deviation (MAD) | 224.661607 |
| Skewness | 3.386127769 |
| Sum | 1858485.377 |
| Variance | 490940.893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 84.971283 | 1 | < 0.1% |
| 73.054314 | 1 | < 0.1% |
| 270.105286 | 1 | < 0.1% |
| 12.473305 | 1 | < 0.1% |
| 12.857589 | 1 | < 0.1% |
| 479.032166 | 1 | < 0.1% |
| 7.151668 | 1 | < 0.1% |
| 465.059235 | 1 | < 0.1% |
| 388.549011 | 1 | < 0.1% |
| 19.892115 | 1 | < 0.1% |
| Other values (3717) | 3717 |
| Value | Count | Frequency (%) |
| 0.194757 | 1 | |
| 0.354754 | 1 | |
| 0.801969 | 1 | |
| 0.921344 | 1 | |
| 1.607904 | 1 | |
| 1.656896 | 1 | |
| 1.705527 | 1 | |
| 2.211069 | 1 | |
| 2.229779 | 1 | |
| 2.324343 | 1 |
| Value | Count | Frequency (%) |
| 7153.522461 | 1 | |
| 7052.92334 | 1 | |
| 6866.032227 | 1 | |
| 6808.194824 | 1 | |
| 6490.651367 | 1 | |
| 6490.562012 | 1 | |
| 6486.586426 | 1 | |
| 6143.253418 | 1 | |
| 5911.492188 | 1 | |
| 5469.92041 | 1 |
| Distinct | 3672 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1875.863086 |
| Minimum | -29738 |
|---|---|
| Maximum | 2396.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3440 |
| Negative (%) | 92.3% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | -29738 |
|---|---|
| 5-th percentile | -6769.21 |
| Q1 | -2514 |
| median | -1022.3 |
| Q3 | -283.165 |
| 95-th percentile | 32.5958 |
| Maximum | 2396.4 |
| Range | 32134.4 |
| Interquartile range (IQR) | 2230.835 |
Descriptive statistics
| Standard deviation | 2509.059109 |
|---|---|
| Coefficient of variation (CV) | -1.337549168 |
| Kurtosis | 16.37477136 |
| Mean | -1875.863086 |
| Median Absolute Deviation (MAD) | 894.87 |
| Skewness | -3.048544981 |
| Sum | -6991341.721 |
| Variance | 6295377.615 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1579.6 | 3 | 0.1% |
| -1442.8 | 2 | 0.1% |
| -1218.1 | 2 | 0.1% |
| -6721 | 2 | 0.1% |
| -1209.9 | 2 | 0.1% |
| -854.69 | 2 | 0.1% |
| -2771.7 | 2 | 0.1% |
| -1264.9 | 2 | 0.1% |
| -189.77 | 2 | 0.1% |
| -1266.3 | 2 | 0.1% |
| Other values (3662) | 3706 |
| Value | Count | Frequency (%) |
| -29738 | 1 | |
| -28221 | 1 | |
| -27140 | 1 | |
| -20268 | 1 | |
| -18598 | 1 | |
| -18292 | 1 | |
| -17659 | 1 | |
| -17414 | 1 | |
| -17129 | 1 | |
| -17062 | 1 |
| Value | Count | Frequency (%) |
| 2396.4 | 1 | |
| 2341.4 | 1 | |
| 1689.9 | 1 | |
| 1474.4 | 1 | |
| 816.67 | 1 | |
| 764.57 | 1 | |
| 759.89 | 1 | |
| 714.25 | 1 | |
| 706.03 | 1 | |
| 652.68 | 1 |
| Distinct | 3726 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4932.809133 |
| Minimum | 111.2727 |
|---|---|
| Maximum | 25649.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 111.2727 |
|---|---|
| 5-th percentile | 841.82118 |
| Q1 | 1485.0485 |
| median | 2801.038 |
| Q3 | 7308.941 |
| 95-th percentile | 14907.432 |
| Maximum | 25649.41 |
| Range | 25538.1373 |
| Interquartile range (IQR) | 5823.8925 |
Descriptive statistics
| Standard deviation | 4696.602982 |
|---|---|
| Coefficient of variation (CV) | 0.9521152868 |
| Kurtosis | 1.565781656 |
| Mean | 4932.809133 |
| Median Absolute Deviation (MAD) | 1747.478 |
| Skewness | 1.440758886 |
| Sum | 18384579.64 |
| Variance | 22058079.57 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1399.919 | 2 | 0.1% |
| 2472.887 | 1 | < 0.1% |
| 1290.328 | 1 | < 0.1% |
| 1145.975 | 1 | < 0.1% |
| 2899.307 | 1 | < 0.1% |
| 1760.109 | 1 | < 0.1% |
| 2203.384 | 1 | < 0.1% |
| 1745.228 | 1 | < 0.1% |
| 747.8663 | 1 | < 0.1% |
| 2695.468 | 1 | < 0.1% |
| Other values (3716) | 3716 |
| Value | Count | Frequency (%) |
| 111.2727 | 1 | |
| 366.1801 | 1 | |
| 441.8399 | 1 | |
| 459.7285 | 1 | |
| 497.7827 | 1 | |
| 498.0972 | 1 | |
| 526.6805 | 1 | |
| 527.8643 | 1 | |
| 531.9084 | 1 | |
| 532.5185 | 1 |
| Value | Count | Frequency (%) |
| 25649.41 | 1 | |
| 24785.14 | 1 | |
| 24524.94 | 1 | |
| 24040.44 | 1 | |
| 23743.88 | 1 | |
| 23694.44 | 1 | |
| 23594.41 | 1 | |
| 23546.86 | 1 | |
| 23260.26 | 1 | |
| 23032.51 | 1 |
| Distinct | 1690 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.275632412 |
| Minimum | 0 |
|---|---|
| Maximum | 5.479 |
| Zeros | 1310 |
| Zeros (%) | 35.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.84 |
| Q3 | 3.7625 |
| 95-th percentile | 4.7911 |
| Maximum | 5.479 |
| Range | 5.479 |
| Interquartile range (IQR) | 3.7625 |
Descriptive statistics
| Standard deviation | 1.810944325 |
|---|---|
| Coefficient of variation (CV) | 0.7957982647 |
| Kurtosis | -1.524425643 |
| Mean | 2.275632412 |
| Median Absolute Deviation (MAD) | 1.335 |
| Skewness | -0.205992093 |
| Sum | 8481.282 |
| Variance | 3.279519347 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1310 | |
| 3.723 | 5 | 0.1% |
| 3.828 | 5 | 0.1% |
| 3.875 | 5 | 0.1% |
| 3.436 | 4 | 0.1% |
| 3.464 | 4 | 0.1% |
| 3.588 | 4 | 0.1% |
| 3.04 | 4 | 0.1% |
| 3.122 | 4 | 0.1% |
| 4.191 | 4 | 0.1% |
| Other values (1680) | 2378 |
| Value | Count | Frequency (%) |
| 0 | 1310 | |
| 1.102 | 1 | < 0.1% |
| 1.206 | 1 | < 0.1% |
| 1.317 | 1 | < 0.1% |
| 1.407 | 1 | < 0.1% |
| 1.418 | 1 | < 0.1% |
| 1.506 | 1 | < 0.1% |
| 1.514 | 1 | < 0.1% |
| 1.53 | 1 | < 0.1% |
| 1.532 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.479 | 1 | |
| 5.467 | 1 | |
| 5.446 | 1 | |
| 5.433 | 1 | |
| 5.426 | 1 | |
| 5.405 | 1 | |
| 5.376 | 1 | |
| 5.362 | 1 | |
| 5.36 | 2 | |
| 5.35 | 1 |
| Distinct | 2845 |
|---|---|
| Distinct (%) | 76.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.230917333 |
| Minimum | -0.6856 |
|---|---|
| Maximum | 0.4231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3440 |
| Negative (%) | 92.3% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | -0.6856 |
|---|---|
| 5-th percentile | -0.52988 |
| Q1 | -0.3612 |
| median | -0.2216 |
| Q3 | -0.1004 |
| 95-th percentile | 0.03307 |
| Maximum | 0.4231 |
| Range | 1.1087 |
| Interquartile range (IQR) | 0.2608 |
Descriptive statistics
| Standard deviation | 0.1757075729 |
|---|---|
| Coefficient of variation (CV) | -0.760911148 |
| Kurtosis | -0.3582859654 |
| Mean | -0.230917333 |
| Median Absolute Deviation (MAD) | 0.1295 |
| Skewness | -0.03125153227 |
| Sum | -860.6289 |
| Variance | 0.03087315119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1034 | 4 | 0.1% |
| -0.2099 | 4 | 0.1% |
| -0.117 | 4 | 0.1% |
| -0.0202 | 4 | 0.1% |
| -0.1185 | 4 | 0.1% |
| -0.2155 | 4 | 0.1% |
| -0.0466 | 4 | 0.1% |
| -0.1556 | 4 | 0.1% |
| -0.0972 | 4 | 0.1% |
| -0.2042 | 4 | 0.1% |
| Other values (2835) | 3687 |
| Value | Count | Frequency (%) |
| -0.6856 | 1 | |
| -0.6717 | 1 | |
| -0.6503 | 1 | |
| -0.6499 | 1 | |
| -0.6491 | 1 | |
| -0.6477 | 1 | |
| -0.6458 | 1 | |
| -0.6446 | 1 | |
| -0.6427 | 1 | |
| -0.6416 | 1 |
| Value | Count | Frequency (%) |
| 0.4231 | 1 | |
| 0.4005 | 1 | |
| 0.3556 | 1 | |
| 0.3551 | 1 | |
| 0.3546 | 1 | |
| 0.3185 | 1 | |
| 0.3178 | 1 | |
| 0.3091 | 1 | |
| 0.2921 | 1 | |
| 0.286 | 1 |
| Distinct | 3309 |
|---|---|
| Distinct (%) | 88.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.66251677 |
| Minimum | 0 |
|---|---|
| Maximum | 75.313 |
| Zeros | 135 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0733 |
| Q1 | 2.0195 |
| median | 9.572 |
| Q3 | 28.875 |
| 95-th percentile | 50.6566 |
| Maximum | 75.313 |
| Range | 75.313 |
| Interquartile range (IQR) | 26.8555 |
Descriptive statistics
| Standard deviation | 17.2549249 |
|---|---|
| Coefficient of variation (CV) | 1.03555334 |
| Kurtosis | -0.1832775216 |
| Mean | 16.66251677 |
| Median Absolute Deviation (MAD) | 9.098 |
| Skewness | 0.936271885 |
| Sum | 62101.2 |
| Variance | 297.7324332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 135 | 3.6% |
| 0.142 | 6 | 0.2% |
| 0.068 | 5 | 0.1% |
| 0.03 | 4 | 0.1% |
| 0.038 | 4 | 0.1% |
| 2.336 | 4 | 0.1% |
| 0.721 | 4 | 0.1% |
| 3.333 | 4 | 0.1% |
| 2.851 | 3 | 0.1% |
| 4.03 | 3 | 0.1% |
| Other values (3299) | 3555 |
| Value | Count | Frequency (%) |
| 0 | 135 | |
| 0.021 | 2 | 0.1% |
| 0.022 | 1 | < 0.1% |
| 0.025 | 1 | < 0.1% |
| 0.027 | 1 | < 0.1% |
| 0.028 | 1 | < 0.1% |
| 0.029 | 1 | < 0.1% |
| 0.03 | 4 | 0.1% |
| 0.033 | 1 | < 0.1% |
| 0.034 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 75.313 | 1 | |
| 74.496 | 1 | |
| 73.148 | 1 | |
| 73.047 | 1 | |
| 71.955 | 1 | |
| 71.912 | 1 | |
| 71.682 | 1 | |
| 70.728 | 1 | |
| 70.374 | 1 | |
| 69.895 | 1 |
| Distinct | 3481 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 7 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.6626328 |
| Minimum | 5.451 |
|---|---|
| Maximum | 58.527 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 5.451 |
|---|---|
| 5-th percentile | 16.5349 |
| Q1 | 21.363 |
| median | 25.796 |
| Q3 | 35.692 |
| 95-th percentile | 47.2276 |
| Maximum | 58.527 |
| Range | 53.076 |
| Interquartile range (IQR) | 14.329 |
Descriptive statistics
| Standard deviation | 9.641445092 |
|---|---|
| Coefficient of variation (CV) | 0.3363768137 |
| Kurtosis | -0.4249382424 |
| Mean | 28.6626328 |
| Median Absolute Deviation (MAD) | 6.227 |
| Skewness | 0.6883210628 |
| Sum | 106624.994 |
| Variance | 92.95746346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.832 | 4 | 0.1% |
| 22.875 | 4 | 0.1% |
| 23.991 | 4 | 0.1% |
| 22.047 | 3 | 0.1% |
| 18.58 | 3 | 0.1% |
| 19.734 | 3 | 0.1% |
| 25.304 | 3 | 0.1% |
| 22.073 | 3 | 0.1% |
| 22.563 | 3 | 0.1% |
| 22.25 | 3 | 0.1% |
| Other values (3471) | 3687 | |
| (Missing) | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 5.451 | 1 | |
| 10.485 | 1 | |
| 12.624 | 1 | |
| 12.66 | 1 | |
| 12.679 | 1 | |
| 12.747 | 1 | |
| 12.873 | 1 | |
| 13.028 | 1 | |
| 13.099 | 1 | |
| 13.159 | 1 |
| Value | Count | Frequency (%) |
| 58.527 | 1 | |
| 58.106 | 1 | |
| 57.306 | 1 | |
| 57.241 | 1 | |
| 57.068 | 1 | |
| 56.741 | 1 | |
| 56.735 | 1 | |
| 56.512 | 1 | |
| 56.296 | 1 | |
| 56.203 | 1 |
| Distinct | 3526 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.46059807 |
| Minimum | 15.563 |
|---|---|
| Maximum | 67.693 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 15.563 |
|---|---|
| 5-th percentile | 21.6109 |
| Q1 | 26.4905 |
| median | 32.981 |
| Q3 | 43.3345 |
| 95-th percentile | 55.9612 |
| Maximum | 67.693 |
| Range | 52.13 |
| Interquartile range (IQR) | 16.844 |
Descriptive statistics
| Standard deviation | 10.89885656 |
|---|---|
| Coefficient of variation (CV) | 0.3073511772 |
| Kurtosis | -0.620011985 |
| Mean | 35.46059807 |
| Median Absolute Deviation (MAD) | 7.89 |
| Skewness | 0.5857897156 |
| Sum | 132161.649 |
| Variance | 118.7850743 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48.16 | 3 | 0.1% |
| 22.065 | 3 | 0.1% |
| 31.62 | 3 | 0.1% |
| 22.268 | 3 | 0.1% |
| 29.814 | 3 | 0.1% |
| 22.299 | 3 | 0.1% |
| 26.653 | 3 | 0.1% |
| 34.428 | 3 | 0.1% |
| 29.361 | 2 | 0.1% |
| 50.315 | 2 | 0.1% |
| Other values (3516) | 3699 |
| Value | Count | Frequency (%) |
| 15.563 | 1 | |
| 15.708 | 1 | |
| 17.261 | 1 | |
| 17.379 | 1 | |
| 17.458 | 1 | |
| 17.852 | 1 | |
| 18.037 | 1 | |
| 18.508 | 1 | |
| 18.609 | 1 | |
| 18.807 | 1 |
| Value | Count | Frequency (%) |
| 67.693 | 1 | |
| 66.497 | 1 | |
| 66.378 | 1 | |
| 66.187 | 1 | |
| 65.727 | 1 | |
| 65.497 | 1 | |
| 65.457 | 1 | |
| 65.32 | 1 | |
| 65.084 | 1 | |
| 64.894 | 1 |
| Distinct | 3642 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.5632949 |
| Minimum | 45.186 |
|---|---|
| Maximum | 206.782 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 45.186 |
|---|---|
| 5-th percentile | 66.8088 |
| Q1 | 83.535 |
| median | 99.24 |
| Q3 | 117.124 |
| 95-th percentile | 143.2806 |
| Maximum | 206.782 |
| Range | 161.596 |
| Interquartile range (IQR) | 33.589 |
Descriptive statistics
| Standard deviation | 23.92764413 |
|---|---|
| Coefficient of variation (CV) | 0.2355934214 |
| Kurtosis | 0.1435954939 |
| Mean | 101.5632949 |
| Median Absolute Deviation (MAD) | 16.726 |
| Skewness | 0.501026583 |
| Sum | 378526.4 |
| Variance | 572.5321534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 119.051 | 2 | 0.1% |
| 126.221 | 2 | 0.1% |
| 78.378 | 2 | 0.1% |
| 95.617 | 2 | 0.1% |
| 92.152 | 2 | 0.1% |
| 72.359 | 2 | 0.1% |
| 68.489 | 2 | 0.1% |
| 108.553 | 2 | 0.1% |
| 90.205 | 2 | 0.1% |
| 132.626 | 2 | 0.1% |
| Other values (3632) | 3707 |
| Value | Count | Frequency (%) |
| 45.186 | 1 | |
| 48.996 | 1 | |
| 49.915 | 1 | |
| 50.6 | 1 | |
| 50.83 | 1 | |
| 50.89 | 1 | |
| 51.164 | 1 | |
| 52.449 | 1 | |
| 53.113 | 1 | |
| 53.196 | 1 |
| Value | Count | Frequency (%) |
| 206.782 | 1 | |
| 205.529 | 1 | |
| 200.758 | 1 | |
| 196.691 | 1 | |
| 193.42 | 1 | |
| 191.614 | 1 | |
| 191.242 | 1 | |
| 191.145 | 1 | |
| 190.827 | 1 | |
| 189.557 | 1 |
| Distinct | 3634 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.5715562 |
| Minimum | 50.904 |
|---|---|
| Maximum | 219.195 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 50.904 |
|---|---|
| 5-th percentile | 68.603 |
| Q1 | 86.0255 |
| median | 101.719 |
| Q3 | 118.6735 |
| 95-th percentile | 144.3459 |
| Maximum | 219.195 |
| Range | 168.291 |
| Interquartile range (IQR) | 32.648 |
Descriptive statistics
| Standard deviation | 23.49111408 |
|---|---|
| Coefficient of variation (CV) | 0.2268104772 |
| Kurtosis | 0.3464542645 |
| Mean | 103.5715562 |
| Median Absolute Deviation (MAD) | 16.252 |
| Skewness | 0.5006567175 |
| Sum | 386011.19 |
| Variance | 551.8324409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 83.916 | 3 | 0.1% |
| 96.723 | 2 | 0.1% |
| 104.008 | 2 | 0.1% |
| 64.973 | 2 | 0.1% |
| 109.484 | 2 | 0.1% |
| 91.063 | 2 | 0.1% |
| 82.68 | 2 | 0.1% |
| 116.214 | 2 | 0.1% |
| 107.274 | 2 | 0.1% |
| 130.495 | 2 | 0.1% |
| Other values (3624) | 3706 |
| Value | Count | Frequency (%) |
| 50.904 | 1 | |
| 51.301 | 1 | |
| 51.805 | 1 | |
| 53.522 | 1 | |
| 54.297 | 1 | |
| 54.819 | 1 | |
| 54.931 | 1 | |
| 55.207 | 1 | |
| 55.832 | 1 | |
| 56.15 | 1 |
| Value | Count | Frequency (%) |
| 219.195 | 1 | |
| 208.621 | 1 | |
| 206.557 | 1 | |
| 203.977 | 1 | |
| 202.915 | 1 | |
| 199.32 | 1 | |
| 197.34 | 1 | |
| 193.677 | 1 | |
| 192.901 | 1 | |
| 188.031 | 1 |
| Distinct | 3612 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.44884545 |
| Minimum | 18.677 |
|---|---|
| Maximum | 130.434 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | 18.677 |
|---|---|
| 5-th percentile | 25.1535 |
| Q1 | 33.8225 |
| median | 45.056 |
| Q3 | 57.1515 |
| 95-th percentile | 73.1574 |
| Maximum | 130.434 |
| Range | 111.757 |
| Interquartile range (IQR) | 23.329 |
Descriptive statistics
| Standard deviation | 15.29266491 |
|---|---|
| Coefficient of variation (CV) | 0.3292367068 |
| Kurtosis | 0.0518707759 |
| Mean | 46.44884545 |
| Median Absolute Deviation (MAD) | 11.598 |
| Skewness | 0.5587486937 |
| Sum | 173114.847 |
| Variance | 233.8656001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59.126 | 3 | 0.1% |
| 39.894 | 2 | 0.1% |
| 64.824 | 2 | 0.1% |
| 50.623 | 2 | 0.1% |
| 39.587 | 2 | 0.1% |
| 31.068 | 2 | 0.1% |
| 62.978 | 2 | 0.1% |
| 27.259 | 2 | 0.1% |
| 31.467 | 2 | 0.1% |
| 45.804 | 2 | 0.1% |
| Other values (3602) | 3706 |
| Value | Count | Frequency (%) |
| 18.677 | 1 | |
| 19.254 | 1 | |
| 20.129 | 1 | |
| 20.222 | 1 | |
| 20.662 | 1 | |
| 20.704 | 1 | |
| 20.817 | 1 | |
| 20.819 | 1 | |
| 20.882 | 1 | |
| 21.037 | 1 |
| Value | Count | Frequency (%) |
| 130.434 | 1 | |
| 117.802 | 1 | |
| 115.328 | 1 | |
| 107.901 | 1 | |
| 106.911 | 1 | |
| 103.128 | 1 | |
| 99.7 | 1 | |
| 99.183 | 1 | |
| 97.728 | 1 | |
| 97.558 | 1 |
| Distinct | 3722 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0007557694714 |
| Minimum | -0.05939588 |
|---|---|
| Maximum | 0.1036126 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2049 |
| Negative (%) | 55.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | -0.05939588 |
|---|---|
| 5-th percentile | -0.012572548 |
| Q1 | -0.003754355 |
| median | -0.00053157 |
| Q3 | 0.002523185 |
| 95-th percentile | 0.009547276 |
| Maximum | 0.1036126 |
| Range | 0.16300848 |
| Interquartile range (IQR) | 0.00627754 |
Descriptive statistics
| Standard deviation | 0.008071851939 |
|---|---|
| Coefficient of variation (CV) | -10.6803096 |
| Kurtosis | 17.87322259 |
| Mean | -0.0007557694714 |
| Median Absolute Deviation (MAD) | 0.00311337 |
| Skewness | 0.8228456929 |
| Sum | -2.81675282 |
| Variance | 6.515479373 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.00031938 | 2 | 0.1% |
| -0.00010763 | 2 | 0.1% |
| 0.00025987 | 2 | 0.1% |
| -0.00114482 | 2 | 0.1% |
| -0.00568179 | 2 | 0.1% |
| -0.01200468 | 1 | < 0.1% |
| -0.0015719 | 1 | < 0.1% |
| -0.04449399 | 1 | < 0.1% |
| -0.00344297 | 1 | < 0.1% |
| -0.00380017 | 1 | < 0.1% |
| Other values (3712) | 3712 |
| Value | Count | Frequency (%) |
| -0.05939588 | 1 | |
| -0.05228672 | 1 | |
| -0.05206397 | 1 | |
| -0.04665941 | 1 | |
| -0.04449399 | 1 | |
| -0.04302739 | 1 | |
| -0.04204305 | 1 | |
| -0.04162678 | 1 | |
| -0.04133637 | 1 | |
| -0.04025928 | 1 |
| Value | Count | Frequency (%) |
| 0.1036126 | 1 | |
| 0.06282172 | 1 | |
| 0.06198784 | 1 | |
| 0.06173522 | 1 | |
| 0.057538 | 1 | |
| 0.05229899 | 1 | |
| 0.04805953 | 1 | |
| 0.04675806 | 1 | |
| 0.04638351 | 1 | |
| 0.046177 | 1 |
| Distinct | 3698 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.0135537 |
| Minimum | -11180 |
|---|---|
| Maximum | 12939 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1761 |
| Negative (%) | 47.2% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | -11180 |
|---|---|
| 5-th percentile | -1878 |
| Q1 | -322.875 |
| median | 20.645 |
| Q3 | 367.985 |
| 95-th percentile | 2554.07 |
| Maximum | 12939 |
| Range | 24119 |
| Interquartile range (IQR) | 690.86 |
Descriptive statistics
| Standard deviation | 1522.091794 |
|---|---|
| Coefficient of variation (CV) | 12.6826658 |
| Kurtosis | 13.20272131 |
| Mean | 120.0135537 |
| Median Absolute Deviation (MAD) | 345.535 |
| Skewness | 1.143642014 |
| Sum | 447290.5147 |
| Variance | 2316763.428 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 295.4 | 2 | 0.1% |
| 314.63 | 2 | 0.1% |
| -218.13 | 2 | 0.1% |
| -1206.1 | 2 | 0.1% |
| 160.63 | 2 | 0.1% |
| -128.59 | 2 | 0.1% |
| 129.11 | 2 | 0.1% |
| 170.03 | 2 | 0.1% |
| -1179.4 | 2 | 0.1% |
| -290.06 | 2 | 0.1% |
| Other values (3688) | 3707 |
| Value | Count | Frequency (%) |
| -11180 | 1 | |
| -8844 | 1 | |
| -8755.6 | 1 | |
| -8743.7 | 1 | |
| -8301.5 | 1 | |
| -8082.8 | 1 | |
| -7147.8 | 1 | |
| -6981.3 | 1 | |
| -6942.4 | 1 | |
| -6831.6 | 1 |
| Value | Count | Frequency (%) |
| 12939 | 1 | |
| 11707 | 1 | |
| 11613 | 1 | |
| 11598 | 1 | |
| 11080 | 1 | |
| 10649 | 1 | |
| 10275 | 1 | |
| 9880.8 | 1 | |
| 9668.3 | 1 | |
| 9425 | 1 |
| Distinct | 3726 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0886788358 |
| Minimum | -3.36693764 |
|---|---|
| Maximum | 17.72581291 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1686 |
| Negative (%) | 45.2% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | -3.36693764 |
|---|---|
| 5-th percentile | -0.471120278 |
| Q1 | -0.126281105 |
| median | 0.02914014 |
| Q3 | 0.244345515 |
| 95-th percentile | 0.811101128 |
| Maximum | 17.72581291 |
| Range | 21.09275055 |
| Interquartile range (IQR) | 0.37062662 |
Descriptive statistics
| Standard deviation | 0.5486924414 |
|---|---|
| Coefficient of variation (CV) | 6.18741142 |
| Kurtosis | 294.866162 |
| Mean | 0.0886788358 |
| Median Absolute Deviation (MAD) | 0.17915632 |
| Skewness | 9.959459497 |
| Sum | 330.506021 |
| Variance | 0.3010633952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1947298 | 2 | 0.1% |
| 1.69761944 | 1 | < 0.1% |
| -0.10568362 | 1 | < 0.1% |
| -3.36693764 | 1 | < 0.1% |
| -0.27760413 | 1 | < 0.1% |
| 0.79992563 | 1 | < 0.1% |
| -0.46895835 | 1 | < 0.1% |
| 0.96124893 | 1 | < 0.1% |
| 0.61828393 | 1 | < 0.1% |
| -0.32298315 | 1 | < 0.1% |
| Other values (3716) | 3716 |
| Value | Count | Frequency (%) |
| -3.36693764 | 1 | |
| -2.45402193 | 1 | |
| -2.38055658 | 1 | |
| -2.31130362 | 1 | |
| -2.21284676 | 1 | |
| -2.19262218 | 1 | |
| -2.17257643 | 1 | |
| -2.02210832 | 1 | |
| -1.90442765 | 1 | |
| -1.86307824 | 1 |
| Value | Count | Frequency (%) |
| 17.72581291 | 1 | |
| 6.05935192 | 1 | |
| 4.22536993 | 1 | |
| 4.04114199 | 1 | |
| 3.90825009 | 1 | |
| 3.32832098 | 1 | |
| 3.16627741 | 1 | |
| 3.08185554 | 1 | |
| 2.79370689 | 1 | |
| 2.62591124 | 1 |
| Distinct | 3726 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001858404795 |
| Minimum | -0.23765036 |
|---|---|
| Maximum | 0.49365297 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2049 |
| Negative (%) | 55.0% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | -0.23765036 |
|---|---|
| 5-th percentile | -0.032510615 |
| Q1 | -0.01113199 |
| median | -0.00171816 |
| Q3 | 0.007952435 |
| 95-th percentile | 0.025642511 |
| Maximum | 0.49365297 |
| Range | 0.73130333 |
| Interquartile range (IQR) | 0.019084425 |
Descriptive statistics
| Standard deviation | 0.02191345819 |
|---|---|
| Coefficient of variation (CV) | -11.791542 |
| Kurtosis | 77.72673645 |
| Mean | -0.001858404795 |
| Median Absolute Deviation (MAD) | 0.0095244 |
| Skewness | 2.624354035 |
| Sum | -6.92627467 |
| Variance | 0.0004801996496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.01144281 | 2 | 0.1% |
| -0.03137668 | 1 | < 0.1% |
| -0.00615144 | 1 | < 0.1% |
| 0.00864092 | 1 | < 0.1% |
| -0.0839202 | 1 | < 0.1% |
| -0.00721308 | 1 | < 0.1% |
| -0.00535482 | 1 | < 0.1% |
| -0.01830573 | 1 | < 0.1% |
| -0.01100984 | 1 | < 0.1% |
| -0.01145902 | 1 | < 0.1% |
| Other values (3716) | 3716 |
| Value | Count | Frequency (%) |
| -0.23765036 | 1 | |
| -0.19445741 | 1 | |
| -0.13182224 | 1 | |
| -0.11515153 | 1 | |
| -0.11455698 | 1 | |
| -0.10459439 | 1 | |
| -0.09093495 | 1 | |
| -0.08602192 | 1 | |
| -0.08495778 | 1 | |
| -0.08481566 | 1 |
| Value | Count | Frequency (%) |
| 0.49365297 | 1 | |
| 0.10919496 | 1 | |
| 0.10662124 | 1 | |
| 0.1034208 | 1 | |
| 0.10262258 | 1 | |
| 0.0992003 | 1 | |
| 0.0986976 | 1 | |
| 0.09533121 | 1 | |
| 0.09283589 | 1 | |
| 0.08979587 | 1 |
| Distinct | 3679 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1306.67628 |
| Minimum | -23612 |
|---|---|
| Maximum | 21694 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3080 |
| Negative (%) | 82.6% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | -23612 |
|---|---|
| 5-th percentile | -6364.54 |
| Q1 | -2414 |
| median | -955.38 |
| Q3 | -234.32 |
| 95-th percentile | 2966.6 |
| Maximum | 21694 |
| Range | 45306 |
| Interquartile range (IQR) | 2179.68 |
Descriptive statistics
| Standard deviation | 3139.100459 |
|---|---|
| Coefficient of variation (CV) | -2.402355126 |
| Kurtosis | 9.706714394 |
| Mean | -1306.67628 |
| Median Absolute Deviation (MAD) | 924.554 |
| Skewness | 0.274346496 |
| Sum | -4869982.495 |
| Variance | 9853951.69 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1099.4 | 3 | 0.1% |
| -1253.3 | 2 | 0.1% |
| -2273.1 | 2 | 0.1% |
| -4065.9 | 2 | 0.1% |
| -3253.3 | 2 | 0.1% |
| -1816.3 | 2 | 0.1% |
| -1711.6 | 2 | 0.1% |
| -820.68 | 2 | 0.1% |
| -1875.9 | 2 | 0.1% |
| -2726.3 | 2 | 0.1% |
| Other values (3669) | 3706 |
| Value | Count | Frequency (%) |
| -23612 | 1 | |
| -23575 | 1 | |
| -23175 | 1 | |
| -21337 | 1 | |
| -18783 | 1 | |
| -18670 | 1 | |
| -15291 | 1 | |
| -14152 | 1 | |
| -14000 | 1 | |
| -13988 | 1 |
| Value | Count | Frequency (%) |
| 21694 | 1 | |
| 21671 | 1 | |
| 20736 | 1 | |
| 20411 | 1 | |
| 20099 | 1 | |
| 16527 | 1 | |
| 15789 | 1 | |
| 15246 | 1 | |
| 15065 | 1 | |
| 14079 | 1 |
| Distinct | 2081 |
|---|---|
| Distinct (%) | 55.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002804266166 |
| Minimum | -0.2915 |
|---|---|
| Maximum | 0.2637 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 1964 |
| Negative (%) | 52.7% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | -0.2915 |
|---|---|
| 5-th percentile | -0.13591 |
| Q1 | -0.04895 |
| median | -0.0045 |
| Q3 | 0.04295 |
| 95-th percentile | 0.1286 |
| Maximum | 0.2637 |
| Range | 0.5552 |
| Interquartile range (IQR) | 0.0919 |
Descriptive statistics
| Standard deviation | 0.07837025436 |
|---|---|
| Coefficient of variation (CV) | -27.94679596 |
| Kurtosis | 0.7668710467 |
| Mean | -0.002804266166 |
| Median Absolute Deviation (MAD) | 0.046 |
| Skewness | 0.03915304182 |
| Sum | -10.4515 |
| Variance | 0.006141896769 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.0214 | 7 | 0.2% |
| -0.0506 | 7 | 0.2% |
| 0.0923 | 7 | 0.2% |
| -0.0416 | 7 | 0.2% |
| -0.0377 | 7 | 0.2% |
| -0.0743 | 6 | 0.2% |
| 0.0499 | 6 | 0.2% |
| -0.0197 | 6 | 0.2% |
| 0.0043 | 6 | 0.2% |
| -0.0183 | 6 | 0.2% |
| Other values (2071) | 3662 |
| Value | Count | Frequency (%) |
| -0.2915 | 1 | |
| -0.2749 | 1 | |
| -0.2703 | 1 | |
| -0.2665 | 1 | |
| -0.2632 | 1 | |
| -0.2621 | 1 | |
| -0.2619 | 1 | |
| -0.2615 | 1 | |
| -0.2597 | 1 | |
| -0.2564 | 1 |
| Value | Count | Frequency (%) |
| 0.2637 | 1 | |
| 0.26 | 1 | |
| 0.2586 | 1 | |
| 0.2565 | 1 | |
| 0.2448 | 1 | |
| 0.2442 | 1 | |
| 0.2413 | 2 | |
| 0.2402 | 1 | |
| 0.2382 | 1 | |
| 0.2376 | 1 |
| Distinct | 2334 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.118742125 |
| Minimum | -0.3098 |
|---|---|
| Maximum | 0.3051 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 647 |
| Negative (%) | 17.4% |
| Memory size | 29.2 KiB |
Quantile statistics
| Minimum | -0.3098 |
|---|---|
| 5-th percentile | -0.15138 |
| Q1 | 0.0675 |
| median | 0.1525 |
| Q3 | 0.21155 |
| 95-th percentile | 0.26444 |
| Maximum | 0.3051 |
| Range | 0.6149 |
| Interquartile range (IQR) | 0.14405 |
Descriptive statistics
| Standard deviation | 0.1270010771 |
|---|---|
| Coefficient of variation (CV) | 1.069553682 |
| Kurtosis | 0.5000576239 |
| Mean | 0.118742125 |
| Median Absolute Deviation (MAD) | 0.0673 |
| Skewness | -1.101499214 |
| Sum | 442.5519 |
| Variance | 0.01612927358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1921 | 7 | 0.2% |
| 0.1357 | 7 | 0.2% |
| 0.1992 | 6 | 0.2% |
| 0.2609 | 6 | 0.2% |
| 0.165 | 6 | 0.2% |
| 0.2254 | 6 | 0.2% |
| 0.1217 | 6 | 0.2% |
| 0.22 | 6 | 0.2% |
| 0.1647 | 5 | 0.1% |
| 0.1531 | 5 | 0.1% |
| Other values (2324) | 3667 |
| Value | Count | Frequency (%) |
| -0.3098 | 1 | |
| -0.2964 | 1 | |
| -0.2955 | 1 | |
| -0.2919 | 1 | |
| -0.2912 | 1 | |
| -0.2839 | 1 | |
| -0.2833 | 1 | |
| -0.2795 | 1 | |
| -0.2771 | 1 | |
| -0.2769 | 1 |
| Value | Count | Frequency (%) |
| 0.3051 | 1 | |
| 0.3037 | 1 | |
| 0.3029 | 1 | |
| 0.3011 | 1 | |
| 0.2987 | 1 | |
| 0.2967 | 1 | |
| 0.2957 | 2 | |
| 0.2955 | 1 | |
| 0.2952 | 1 | |
| 0.295 | 2 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| T_REC | FlareNumber | Longitude | Latitude | TOTUSJH | TOTBSQ | TOTPOT | TOTUSJZ | ABSNJZH | SAVNCPP | USFLUX | AREA_ACR | TOTFZ | MEANPOT | R_VALUE | EPSZ | SHRGT45 | MEANSHR | MEANGAM | MEANGBT | MEANGBZ | MEANGBH | MEANJZH | TOTFY | MEANJZD | MEANALP | TOTFX | EPSY | EPSX | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2010-05-01 23:48:00 | 0 | 28 | 15 | 64.266 | 2.114200e+09 | 3.596094e+21 | 1.204115e+12 | 13.145 | 9.928427e+11 | 7.739207e+20 | 84.971283 | 114.6300 | 2472.887 | 0.000 | 0.1028 | 5.114 | 22.459 | 33.214 | 159.145 | 160.266 | 76.708 | -0.012005 | -349.330 | 1.697619 | -0.031377 | 285.800 | 0.1567 | -0.1282 |
| 1 | 2010-05-02 23:48:00 | 0 | 15 | 16 | 37.787 | 1.392500e+09 | 1.230179e+21 | 7.821382e+11 | 6.576 | 6.830595e+11 | 4.664249e+20 | 75.816551 | 145.9900 | 1321.411 | 0.000 | 0.1989 | 1.284 | 17.857 | 29.207 | 152.084 | 158.553 | 66.027 | -0.009381 | -216.800 | 1.823444 | -0.032041 | 7.220 | 0.1477 | -0.0049 |
| 2 | 2010-05-03 23:48:00 | 0 | 38 | 16 | 109.597 | 2.105100e+09 | 7.247206e+21 | 2.210139e+12 | 1.796 | 6.538775e+11 | 2.021575e+21 | 38.578773 | -442.4100 | 1712.285 | 2.564 | -0.3986 | 3.201 | 22.242 | 28.947 | 102.453 | 102.625 | 39.314 | 0.000564 | -102.160 | -0.383748 | 0.001854 | -470.040 | 0.0460 | 0.2118 |
| 3 | 2010-05-04 23:48:00 | 0 | 52 | 18 | 128.469 | 3.523700e+09 | 1.099354e+22 | 2.681991e+12 | 7.659 | 8.125700e+11 | 4.019364e+21 | 41.903934 | -1047.9000 | 1359.723 | 2.401 | -0.5641 | 2.119 | 18.509 | 26.175 | 73.740 | 75.418 | 32.220 | 0.001258 | -57.042 | -0.249516 | 0.004048 | -548.550 | 0.0154 | 0.1476 |
| 4 | 2010-05-05 08:36:00 | 0 | 42 | 32 | 26.895 | 1.405700e+09 | 1.338355e+21 | 5.681022e+11 | 8.663 | 7.032262e+11 | 6.483941e+20 | 13.434425 | -276.6500 | 1031.488 | 0.000 | -0.3733 | 0.000 | 17.215 | 20.541 | 106.522 | 106.434 | 32.587 | 0.008876 | 205.970 | -1.344791 | 0.030971 | -312.130 | -0.1390 | 0.2106 |
| 5 | 2010-05-05 12:00:00 | 0 | 24 | 15 | 9.356 | 1.653600e+09 | 4.251937e+20 | 2.276550e+11 | 2.861 | 2.372574e+11 | 1.485725e+20 | 9.962355 | 92.8110 | 1194.646 | 0.000 | 0.1065 | 0.000 | 19.976 | 26.367 | 120.866 | 119.573 | 39.805 | -0.010674 | -190.030 | 1.654517 | -0.054418 | -400.760 | 0.1090 | 0.2299 |
| 6 | 2010-05-05 23:48:00 | 0 | 7 | 26 | 27.128 | 6.617800e+08 | 1.269460e+21 | 6.105195e+11 | 4.565 | 5.181749e+11 | 3.618997e+20 | 28.461317 | -3.3907 | 1620.147 | 0.000 | -0.0097 | 2.203 | 21.651 | 27.165 | 148.871 | 149.501 | 50.855 | -0.007738 | 119.540 | 1.641046 | -0.030531 | -125.170 | -0.1713 | 0.1794 |
| 7 | 2010-05-06 20:48:00 | 0 | 8 | 21 | 16.453 | 3.401900e+08 | 7.953576e+20 | 4.289440e+11 | 4.199 | 3.253837e+11 | 1.620087e+20 | 14.144298 | 1.7887 | 1996.312 | 2.090 | 0.0100 | 8.000 | 28.153 | 29.526 | 141.125 | 142.778 | 56.633 | -0.013996 | -67.429 | -0.355175 | -0.069079 | -67.614 | 0.1880 | 0.1885 |
| 8 | 2010-05-06 23:36:00 | 0 | 22 | 26 | 14.374 | 7.804400e+08 | 9.144549e+20 | 3.540931e+11 | 1.009 | 2.236963e+11 | 3.281642e+20 | 15.213446 | -55.5430 | 1181.085 | 0.000 | -0.1350 | 1.372 | 21.360 | 26.191 | 112.426 | 112.850 | 35.322 | 0.001731 | 95.807 | 0.716613 | 0.008148 | -202.130 | -0.1164 | 0.2456 |
| 9 | 2010-05-06 23:48:00 | 0 | 13 | 23 | 220.188 | 3.461700e+09 | 1.265899e+22 | 5.162447e+12 | 0.858 | 1.342242e+12 | 3.219149e+21 | 261.098694 | -227.2500 | 1759.331 | 2.286 | -0.1245 | 5.242 | 23.816 | 29.354 | 129.146 | 129.643 | 51.252 | -0.000158 | -845.820 | 0.462673 | -0.000666 | 28.435 | 0.2317 | -0.0078 |
Last rows
| T_REC | FlareNumber | Longitude | Latitude | TOTUSJH | TOTBSQ | TOTPOT | TOTUSJZ | ABSNJZH | SAVNCPP | USFLUX | AREA_ACR | TOTFZ | MEANPOT | R_VALUE | EPSZ | SHRGT45 | MEANSHR | MEANGAM | MEANGBT | MEANGBZ | MEANGBH | MEANJZH | TOTFY | MEANJZD | MEANALP | TOTFX | EPSY | EPSX | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3717 | 2017-09-05 11:48:00 | 1 | 30 | 9 | 6084.488 | 6.484300e+10 | 1.379448e+24 | 8.354383e+13 | 2742.282 | 8.088022e+13 | 3.766002e+22 | 1506.788452 | -1232.7 | 19804.12 | 5.236 | -0.0361 | 53.726 | 48.791 | 56.076 | 107.995 | 126.669 | 75.674 | -0.052287 | 2182.5 | 0.126613 | -0.084816 | -3349.9 | -0.0319 | 0.0490 |
| 3718 | 2017-09-06 14:12:00 | 1 | 45 | 9 | 7658.439 | 8.158100e+10 | 1.681729e+24 | 9.844507e+13 | 3780.548 | 9.495076e+13 | 4.852573e+22 | 1723.304688 | -3020.7 | 19894.11 | 5.300 | -0.0702 | 42.953 | 43.423 | 49.796 | 107.504 | 119.565 | 74.411 | -0.059396 | 4298.3 | -0.216877 | -0.090935 | -6432.8 | -0.0500 | 0.0748 |
| 3719 | 2017-09-07 02:12:00 | 1 | 58 | 9 | 6994.746 | 8.596400e+10 | 1.594555e+24 | 8.662567e+13 | 2815.623 | 7.783460e+13 | 5.394734e+22 | 1774.866089 | -6937.4 | 17928.07 | 5.139 | -0.1531 | 40.919 | 41.562 | 47.478 | 95.617 | 109.521 | 63.184 | -0.042043 | 4976.5 | -0.231624 | -0.060070 | -7314.1 | -0.0549 | 0.0807 |
| 3720 | 2017-09-07 03:36:00 | 1 | 58 | 9 | 6497.168 | 8.531500e+10 | 1.589243e+24 | 8.422945e+13 | 2840.582 | 7.891487e+13 | 5.369119e+22 | 1790.221191 | -6581.9 | 18125.73 | 5.124 | -0.1463 | 40.420 | 41.563 | 47.114 | 97.401 | 111.576 | 63.218 | -0.043027 | 4313.7 | -0.200144 | -0.061864 | -7290.6 | -0.0480 | 0.0810 |
| 3721 | 2017-09-07 06:12:00 | 1 | 58 | 9 | 6449.120 | 8.326400e+10 | 1.570976e+24 | 8.537653e+13 | 2919.786 | 8.247506e+13 | 5.534532e+22 | 1870.376953 | -6654.7 | 16864.47 | 5.158 | -0.1516 | 38.226 | 40.714 | 46.265 | 95.427 | 109.072 | 60.801 | -0.041627 | 4167.4 | -0.085200 | -0.064565 | -7497.4 | -0.0475 | 0.0854 |
| 3722 | 2017-09-07 15:00:00 | 1 | 58 | 9 | 5769.701 | 7.859000e+10 | 1.449073e+24 | 8.285670e+13 | 2579.513 | 7.062008e+13 | 5.622430e+22 | 1904.648193 | -7467.4 | 15075.06 | 5.047 | -0.1802 | 35.955 | 39.751 | 45.438 | 91.245 | 104.540 | 56.592 | -0.035639 | 3494.6 | -0.159696 | -0.059097 | -7805.5 | -0.0422 | 0.0942 |
| 3723 | 2017-09-07 23:24:00 | 1 | 58 | 9 | 5522.014 | 7.859300e+10 | 1.307202e+24 | 7.869333e+13 | 1810.464 | 4.244859e+13 | 5.956309e+22 | 1840.076782 | -9851.2 | 13102.07 | 4.874 | -0.2378 | 31.399 | 36.772 | 42.856 | 86.031 | 99.375 | 53.054 | -0.024100 | 3508.8 | -0.065194 | -0.040032 | -7381.5 | -0.0423 | 0.0891 |
| 3724 | 2017-09-08 04:12:00 | 1 | 70 | 9 | 5562.046 | 7.901800e+10 | 1.324064e+24 | 7.924306e+13 | 1588.055 | 3.736212e+13 | 5.949862e+22 | 1863.613525 | -10090.0 | 13551.76 | 4.854 | -0.2422 | 31.738 | 37.042 | 43.021 | 88.569 | 104.689 | 54.267 | -0.021587 | 3518.2 | -0.099056 | -0.035159 | -7190.8 | -0.0422 | 0.0863 |
| 3725 | 2017-09-08 10:48:00 | 1 | 70 | 9 | 5072.454 | 7.555800e+10 | 1.292672e+24 | 7.544420e+13 | 1190.330 | 2.599231e+13 | 5.917355e+22 | 1859.951904 | -9502.1 | 12621.92 | 4.831 | -0.2385 | 31.631 | 36.983 | 43.638 | 81.764 | 97.597 | 50.309 | -0.015436 | 2879.6 | -0.127479 | -0.027490 | -7216.3 | -0.0361 | 0.0906 |
| 3726 | 2017-09-08 22:00:00 | 1 | 70 | 9 | 4000.937 | 7.261200e+10 | 1.162882e+24 | 6.169161e+13 | 807.002 | 1.945459e+13 | 6.010767e+22 | 1806.071777 | -10437.0 | 11281.48 | 4.689 | -0.2726 | 30.712 | 36.174 | 42.094 | 71.229 | 83.605 | 44.017 | -0.010398 | 2063.6 | -0.109603 | -0.019149 | -7492.6 | -0.0270 | 0.0979 |